Whole‐slide margin control through deep learning in Mohs micrographic surgery for basal cell carcinoma

Patient indications for Mohs micrographic surgery: a clinical practice guideline

(2019) C. Murray et al.   Current Oncology

Deep learning surpasses dermatologists

(2019) Y. Fujisawa et al.   BRITISH JOURNAL OF DERMATOLOGY

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

(2019) Titus J. Brinker et al.   EUROPEAN JOURNAL OF CANCER

Implementation of Digital Pathology Offers Clinical and Operational Increase in Efficiency and Cost Savings

(2019) Matthew G. Hanna et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

Clinical-grade computational pathology using weakly supervised deep learning on whole slide images

(2019) Gabriele Campanella et al.   NATURE MEDICINE

Deep learning outperformed 11 pathologists in the classification of histopathological melanoma images

(2019) Achim Hekler et al.   EUROPEAN JOURNAL OF CANCER

A Practical Guide to Whole Slide Imaging: A White Paper From the Digital Pathology Association

(2018) Mark D. Zarella et al.   ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Predicted cases of U.K. skin squamous cell carcinoma and basal cell carcinoma in 2020 and 2025: horizon planning for National Health Service dermatology and dermatopathology

(2016) P.K.C. Goon et al.   BRITISH JOURNAL OF DERMATOLOGY

Incidence, Prevalence and Future Trends of Primary Basal Cell Carcinoma in the Netherlands

(2016) S Flohil et al.   ACTA DERMATO-VENEREOLOGICA

Validation of digital pathology imaging for primary histopathological diagnosis

(2015) David R J Snead et al.   HISTOPATHOLOGY

Deep learning

(2015) Yann LeCun et al.   NATURE

Surgical excision versus Mohs’ micrographic surgery for basal cell carcinoma of the face: A randomised clinical trial with 10year follow-up

(2014) Eva van Loo et al.   EUROPEAN JOURNAL OF CANCER

Trends in Basal Cell Carcinoma Incidence Rates: A 37-Year Dutch Observational Study

(2012) Sophie C. Flohil et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY

Incidence and Trends of Cutaneous Malignancies in the Netherlands, 1989–2005

(2010) Cynthia Holterhues et al.   JOURNAL OF INVESTIGATIVE DERMATOLOGY